Hands-on course: Build 50+Gen AI projects from scratch - Part 3
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- เผยแพร่เมื่อ 11 พ.ค. 2024
- Playlist: Build 50+ Gen AI Projects from Scratch: A Hands-On Guide
Project 3: Sentiment Analyzer
Hands-on course: Build 50+ Gen AI Projects from Scratch - Project #3
Learn by Doing: Build 50 Gen AI Projects from Scratch
Build a Sentiment Analyzer with AI: Project #3 in Our Gen AI Series!
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Sentiment Analyzer
Sentiment Analyzer using AI
User Feedback review generator using AI
Description: Welcome to @GENAILearniverse and back to our series, "Build 50+ Gen AI Projects from Scratch"! In this third installment, we're tackling an exciting project: creating a sentiment analyzer using the Hugging Face DistilBERT model. This tool is not just educational-it's also incredibly practical, capable of analyzing user reviews from an Excel file to determine positive or negative sentiments.
Resources:
Hugging Face APP Link: huggingface.co/spaces/GenAILe...
Hugging face code Link: huggingface.co/spaces/GenAILe...
What You'll Learn:
• DistilBERT Application: How to utilize the DistilBERT model for text classification.
• Practical Use Case: Analyze sentiment from user reviews uploaded in an Excel format.
• Data Visualization: Learn how to display results using bar and pie charts for a clear, visual representation of sentiments.
• Gradio Interface: We'll show you how to build a user-friendly interface using Gradio, allowing for real-world application interaction.
Who Should Watch?
• AI enthusiasts and hobbyists interested in practical applications of machine learning.
• Developers looking to integrate AI into user feedback analysis.
• Educators and students seeking real-world AI project examples.
Tools and Technologies Used:
• Hugging Face's Transformers
• Gradio for interface creation
Watch and Learn: Join us as we step through the process of building and deploying a sentiment analyzer. By the end of this video, you’ll have a functional tool that can provide insights into user sentiment, complete with visual aids.
Project 1: Intro, Installations & Text Summarization
• Hands-on course: Build...
Project 2: TH-cam Script Summarizer:
• Hands-on course: Build... - วิทยาศาสตร์และเทคโนโลยี
Super useful❤❤. Can't wait for the next set of videos/projects.
Thank you!!
Hi, amazing work with genAI project. Can we connect through Discord or google meet or any social media. Thankyou
❤
Hi, where is the link to the code, as in Part 1 and 2?. Very useful. Thanks.
Hi, I have added the link in the video description. Thanks
Thanks this is really great! Highly appreciated. I am getting following error when running app.py. How can i resolve it? Can't find a solution on ChatGPT or search.
ERROR: Could not find a version that satisfies the requirement gardio (from versions: none)
ERROR: No matching distribution found for gardio
[notice] A new release of pip available: 22.3.1 -> 24.0
[notice] To update, run: pip install --upgrade pip
Try running this command and see if it fixes the issues : pip install -U gradio_client
typo… change ‘gardio’ to ‘gradio’
Special Thank you foe education
Would please speak slowly
Hi, Thanks for your comment. I intentionally increase the speed to make the video a little faster just to keep it as short as possible. However TH-cam provides an option in the video player, using which you can change the speed and it will make it slow for you.